Jianjun Mei, Wei Zhang. Early Fire Detection Algorithm Based on ViBe and Machine Learning[J]. Acta Optica Sinica, 2018, 38(7): 0710001
- Acta Optica Sinica
- Vol. 38, Issue 7, 0710001 (2018)
Fig. 1. Flow chart of algorithm
Fig. 2. ViBe motion test results. (a) Background model; (b) test results after background update; (c) test results of improved ViBe algorithm
![Foreground detection results. (a) Original image; (b) foreground area mask detected by algorithm in Ref. [12]; (c) foreground area mask detected by proposed algorithm](/Images/icon/loading.gif){kind=icon}
Fig. 3. Foreground detection results. (a) Original image; (b) foreground area mask detected by algorithm in Ref. [12]; (c) foreground area mask detected by proposed algorithm
Fig. 4. Test video of fire and interference
Fig. 5. Public datasets
Fig. 6. Comparison of experimental results
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Table 1. Fire detection rate and response time tests of algorithm
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Table 2. False positive rate test of algorithm
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